{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "017a4962-3877-41ad-b03d-ce50a3079037",
   "metadata": {},
   "source": [
    "# End to end optimised forecast demo\n",
    "Here we load the trained Aardvark Weather model and produce end-to-end finetuned forecasts at one day lead time for temperature and windspeed. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "50e8c3f2-072b-4ec6-9c97-3b5e1aac3331",
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.append(\"../aardvark\")\n",
    "import numpy as np\n",
    "import pickle\n",
    "from e2e_model import *\n",
    "from matplotlib import pyplot as plt\n",
    "import matplotlib\n",
    "matplotlib.rcParams['mathtext.fontset'] = 'stix'\n",
    "matplotlib.rcParams['font.family'] = 'STIXGeneral'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "084e747e-f3f3-4536-91f3-7e9bde7266b5",
   "metadata": {},
   "source": [
    "Check a GPU is available"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "4824826f-ab1d-426a-a950-2fc33a1b1c9c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "GPU is available.\n",
      "GPU name: NVIDIA A100 80GB PCIe\n"
     ]
    }
   ],
   "source": [
    "import torch\n",
    "\n",
    "if torch.cuda.is_available():\n",
    "    print(\"GPU is available.\")\n",
    "    print(f\"GPU name: {torch.cuda.get_device_name(0)}\")\n",
    "else:\n",
    "    print(\"GPU is not available, cannot produce forecast.\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0b3efa68-bd05-4184-8947-f32b7c8409c1",
   "metadata": {},
   "source": [
    "## Generate predictions"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "34becb06-8c0c-4df3-a6c2-3bb688e5303b",
   "metadata": {},
   "source": [
    "Load the sample data (for a detailed analysis and visualisation of the contents of this dataset see data_demo.ipynb)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "d86feadf-42e7-4527-a58e-9e2f7e04a4e5",
   "metadata": {},
   "outputs": [],
   "source": [
    "with open('../data/sample_data_final.pkl', 'rb') as fp:\n",
    "    data = pickle.load(fp)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3f9c07a6-6494-4bb1-90ea-09845a9700a0",
   "metadata": {},
   "source": [
    "Load the end to end model. First select which varaible to generate station forecasts for."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "381349ab-027a-4a99-aded-199a69b769b3",
   "metadata": {},
   "outputs": [],
   "source": [
    "local_forecast_var = \"tas\" # Model weights included for windspeed (ws) and 2tm (tas)\n",
    "\n",
    "model = ConvCNPWeatherE2E(\n",
    "                 device=\"cuda\",\n",
    "                 lead_time=1,\n",
    "                 se_model_path=\"../trained_models/encoder\",\n",
    "                 forecast_model_path=\"../trained_models/processor\",\n",
    "                 sf_model_path=f\"../trained_models/decoder/{local_forecast_var}/\",\n",
    "                 return_gridded=False,\n",
    "                 aux_data_path=\"../data/\"\n",
    "        )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c7bdf661-d025-4d3c-a889-4bf757622259",
   "metadata": {},
   "source": [
    "Load the trained weights"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "706c124f-c9a5-4c40-a9e5-b401cb32c3c8",
   "metadata": {},
   "outputs": [],
   "source": [
    "weights_path = f\"../trained_models/e2e_finetuned/{local_forecast_var}/\"\n",
    "best_epoch = np.argmin(np.load(weights_path+\"losses_0.npy\"))\n",
    "state_dict = torch.load(\n",
    "    f\"{weights_path}/epoch_{best_epoch}\", map_location=\"cuda\"\n",
    ")[\"model_state_dict\"]\n",
    "state_dict = {k[7:]: v for k, v in zip(state_dict.keys(), state_dict.values())}\n",
    "model.load_state_dict(state_dict)\n",
    "model = model.to(\"cuda\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "3cc40cf1-9cf8-450f-ad7b-df8ca4263550",
   "metadata": {},
   "outputs": [],
   "source": [
    "station_forecast = model(data)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "93705b33-26a0-4611-9cb5-a539d5ca7c53",
   "metadata": {},
   "source": [
    "## Visualise model predictions"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a609e1e1-6ded-4062-8d3f-9d7eb50f2e2d",
   "metadata": {},
   "source": [
    "Plot the station forecasts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "ace805a6-44d0-45cd-98fa-0155aff3fa01",
   "metadata": {},
   "outputs": [],
   "source": [
    "STATION_LON_LAT_SF = 360\n",
    "HADISD_SCALING_FACTOR = 10\n",
    "# Factors to unnormalise predictions\n",
    "mean = np.load(f\"../data/norm_factors/mean_hadisd_{local_forecast_var}.npy\")\n",
    "std = np.load(f\"../data/norm_factors/std_hadisd_{local_forecast_var}.npy\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "09d5649c-3c96-4a32-b1b2-9790152085ac",
   "metadata": {},
   "outputs": [],
   "source": [
    "station_forecast_unnorm = (\n",
    "    station_forecast.detach().cpu() * std + mean\n",
    ") * HADISD_SCALING_FACTOR"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "a39790cc-4faa-49c6-89e9-d3bdeb7d0fbf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(10, 5))\n",
    "plot_channel = 10\n",
    "p = plt.scatter(\n",
    "    data[\"downscaling\"][\"x_target\"][0, 0, :].detach().cpu() * STATION_LON_LAT_SF,\n",
    "    data[\"downscaling\"][\"x_target\"][0, 1, :].detach().cpu() * STATION_LON_LAT_SF,\n",
    "    c=station_forecast_unnorm[0, :],\n",
    "    vmax=30,\n",
    "    vmin=-30,\n",
    "    cmap=\"RdBu_r\",\n",
    ")\n",
    "cbar = fig.colorbar(p)\n",
    "cbar.set_label(\"(C)\")\n",
    "plt.xlabel(\"Longitude\")\n",
    "plt.ylabel(\"Latitude\")\n",
    "plt.title(f\"{local_forecast_var}\")\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.18"
  },
  "vscode": {
   "interpreter": {
    "hash": "ff379d8b57ea10bc9abbe40475203c855480f57b5b4821ba344a2e4e1a8a455a"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
